When do you consider a trading edge reliable enough to use consistently? Would you focus on a large sample of backtested trades, forward tes

When do you consider a trading edge reliable enough to use consistently? Would you focus on a large sample of backtested trades, forward testing, or live results? How do you avoid trusting a strategy based on too little data?